| Allocating power and bandwidth in multibeam satellite systems using particle swarm optimization N Pachler, JJ Garau-Luis, M Guerster, E Crawley, B Cameron 2020 IEEE Aerospace Conference, 1-11, 2020 | 40 | 2020 |
| Deep Reinforcement Learning for Continuous Power Allocation in Flexible High Throughput Satellites JJ Garau-Luis, M Guerster, E Crawley, B Cameron | 34* | 2019 |
| Artificial intelligence algorithms for power allocation in high throughput satellites: A comparison JJ Garau-Luis, N Pachler, M Guerster, I del Portillo, E Crawley, ... 2020 IEEE Aerospace Conference, 1-15, 2020 | 33 | 2020 |
| Deep Reinforcement Learning Architecture for Continuous Power Allocation in High Throughput Satellites JJ Garau-Luis, M Guerster, I del Portillo, E Crawley, B Cameron arXiv preprint arXiv:1906.00571, 2019 | 25 | 2019 |
| Problem representation of dynamic resource allocation for flexible high throughput satellites M Guerster, JJ Garau-Luis, E Crawley, B Cameron | 25 | 2019 |
| Integrating LSTMS and GNNS for covid-19 forecasting N Sesti, JJ Garau-Luis, E Crawley, B Cameron arXiv preprint arXiv:2108.10052, 2021 | 16 | 2021 |
| Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design JJ Garau-Luis, E Crawley, B Cameron 2021 IEEE Aerospace Conference (50100), 1-11, 2021 | 7 | 2021 |
| Towards Autonomous Satellite Communications: An AI-based Framework to Address System-level Challenges JJ Garau-Luis, S Eiskowitz, N Pachler, E Crawley, B Cameron arXiv preprint arXiv:2112.06055, 2021 | 5 | 2021 |
| Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research JJ Garau-Luis, E Crawley, B Cameron arXiv preprint arXiv:2107.03015, 2021 | 5 | 2021 |
| Multi-objective evolution for generalizable policy gradient algorithms JJ Garau-Luis, Y Miao, JD Co-Reyes, A Parisi, J Tan, E Real, A Faust ICLR 2022 Workshop on Generalizable Policy Learning in Physical World, 2022 | 4 | 2022 |
| Frequency plan design for multibeam satellite constellations using linear programming JJ Garau-Luis, S Aliaga, G Casadesus, N Pachler, E Crawley, B Cameron arXiv preprint arXiv:2204.12494, 2022 | 4 | 2022 |
| System architecture for tracking passengers inside an airport terminal using RFID JJ Garau-Luis, B Cameron, E Crawley, MS Net 2018 IEEE Aerospace Conference, 1-16, 2018 | 4 | 2018 |
| Dynamic resource management algorithm reconfiguration for multibeam satellite constellations S Aliaga, JJ Garau-Luis, E Crawley, B Cameron 2022 IEEE Aerospace Conference (AERO), 1-13, 2022 | 2 | 2022 |
| A Comparison of artificial intelligence algorithms for dynamic power allocation in flexible high throughput satellites JJ Garau-Luis Massachusetts Institute of Technology, 2020 | 2 | 2020 |
| Frequency Plan Design for Multibeam Satellite Constellations Using Integer Linear Programming JJ Garau-Luis, S Aliaga, GC Vila, N Pachler, E Crawley, B Cameron IEEE Transactions on Wireless Communications, 2023 | 1 | 2023 |
| Evolving pareto-optimal actor-critic algorithms for generalizability and stability JJ Garau-Luis, Y Miao, JD Co-Reyes, A Parisi, J Tan, E Real, A Faust arXiv preprint arXiv:2204.04292, 2022 | 1 | 2022 |
| Dynamic Frequency Assignment for Mobile Users in Multibeam Satellite Constellations G Casadesus-Vila, JJ Garau-Luis, N Pachler, E Crawley, B Cameron arXiv preprint arXiv:2403.07007, 2024 | | 2024 |
| Robustness of Reinforcement Learning Systems in Real-World Environments JJ Garau Luis Massachusetts Institute of Technology, 2023 | | 2023 |
| Policy Gradient RL Algorithms as Directed Acyclic Graphs JJ Garau-Luis arXiv preprint arXiv:2012.07763, 2020 | | 2020 |
| Architecting Internet of aerospace things: A system for tracking passengers inside an airport terminal JJ Garau-Luis Universitat Politècnica de Catalunya, 2017 | | 2017 |
Edward CrawleyProfessor of Aeronautics and Astronautics, MITVerified email at mit.edu
